Previous metrics have only considered the most or least important features. This can be a problem if the inputs contain a large number of features, in which case a large proportion of the features is hardly evaluated, or has a small influence on the evaluation.
To get a more global assessment of the quality of feature attributions, Sensitivity-n was introduced [1]}. Formally, Sensitivity-n is defined as follows [1]}:
